Feature Selection for Knowledge Discovery and Data Mining
Language: en
Pages: 225
Authors: Huan Liu
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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As computer power grows and data collection technologies advance, a plethora of data is generated in almost every field where computers are used. The com puter
Spectral Feature Selection for Data Mining (Open Access)
Language: en
Pages: 224
Authors: Zheng Alan Zhao
Categories: Business & Economics
Type: BOOK - Published: 2011-12-14 - Publisher: CRC Press

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Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature sele
Computational Methods of Feature Selection
Language: en
Pages: 437
Authors: Huan Liu
Categories: Business & Economics
Type: BOOK - Published: 2007-10-29 - Publisher: CRC Press

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Due to increasing demands for dimensionality reduction, research on feature selection has deeply and widely expanded into many fields, including computational s
Hierarchical Feature Selection for Knowledge Discovery
Language: en
Pages: 128
Authors: Cen Wan
Categories: Computers
Type: BOOK - Published: 2018-11-29 - Publisher: Springer

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This book is the first work that systematically describes the procedure of data mining and knowledge discovery on Bioinformatics databases by using the state-of
Feature Extraction, Construction and Selection
Language: en
Pages: 418
Authors: Huan Liu
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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There is broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine